Triple
T3628142
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benzie County, Michigan |
E76888
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Lake Ann, Michigan
Lake Ann, Michigan is a small village in northwestern Michigan known for its scenic lakeside setting and role as a residential and recreational community within Benzie County.
|
E400005
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Lake Ann, Michigan | Statement: [Benzie County, Michigan, containsSettlement, Lake Ann, Michigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Ann, Michigan Context triple: [Benzie County, Michigan, containsSettlement, Lake Ann, Michigan]
-
A.
Lake Orion, Michigan
Lake Orion, Michigan is a village in Oakland County known as a suburban Detroit community and home to a major General Motors assembly plant nearby.
-
B.
Spring Lake, Michigan
Spring Lake, Michigan is a small waterfront village in western Michigan known for its recreational opportunities on Spring Lake and proximity to Lake Michigan.
-
C.
Detroit Lake
Detroit Lake is a large reservoir in western Oregon popular for boating, fishing, and camping, formed by the Detroit Dam on the North Santiam River.
-
D.
Lake Angelus, Michigan
Lake Angelus, Michigan is a small, affluent residential city in Oakland County known for its scenic lake-centered setting and low population.
-
E.
Sand Lake, Michigan
Sand Lake, Michigan is a small village in Kent County known for its rural community character and proximity to outdoor recreation around its namesake lake.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Lake Ann, Michigan Triple: [Benzie County, Michigan, containsSettlement, Lake Ann, Michigan]
Generated description
Lake Ann, Michigan is a small village in northwestern Michigan known for its scenic lakeside setting and role as a residential and recreational community within Benzie County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lake Ann, Michigan Target entity description: Lake Ann, Michigan is a small village in northwestern Michigan known for its scenic lakeside setting and role as a residential and recreational community within Benzie County.
-
A.
Lake Orion, Michigan
Lake Orion, Michigan is a village in Oakland County known as a suburban Detroit community and home to a major General Motors assembly plant nearby.
-
B.
Spring Lake, Michigan
Spring Lake, Michigan is a small waterfront village in western Michigan known for its recreational opportunities on Spring Lake and proximity to Lake Michigan.
-
C.
Detroit Lake
Detroit Lake is a large reservoir in western Oregon popular for boating, fishing, and camping, formed by the Detroit Dam on the North Santiam River.
-
D.
Lake Angelus, Michigan
Lake Angelus, Michigan is a small, affluent residential city in Oakland County known for its scenic lake-centered setting and low population.
-
E.
Sand Lake, Michigan
Sand Lake, Michigan is a small village in Kent County known for its rural community character and proximity to outdoor recreation around its namesake lake.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ad85dc03948190b35b7189e4175bcc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc2ddccc881909ae13dca3dd8a11d |
completed | March 8, 2026, 6:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b52821cf088190811a201c31eadcdd |
completed | March 14, 2026, 9:19 a.m. |
| NEDg | Description generation | batch_69b52be179708190b905017ace46afe7 |
completed | March 14, 2026, 9:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b52c4569c4819098eebb5c7b91a6c0 |
completed | March 14, 2026, 9:37 a.m. |
Created at: March 8, 2026, 3:23 p.m.